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Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma

BACKGROUND: The abnormal expression of Alpha-1,3-mannosyltransferase (ALG3) has been implicated in tumor promotion. However, the clinical significance of ALG3 in Lung Adenocarcinoma (LUAD) remains poorly understood. Therefore, we aimed to assess the prognostic value of ALG3 and its association with...

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Autores principales: Yuan, Yinjiao, Xie, BaoCheng, Guo, Dongbo, Liu, Caixiang, Jiang, Guanming, Lai, Guowei, Zhang, Yu, Hu, Xiarong, Wu, Zhiming, Zheng, Ruinian, Huang, Linxuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10395363/
https://www.ncbi.nlm.nih.gov/pubmed/37539167
http://dx.doi.org/10.1016/j.heliyon.2023.e18065
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author Yuan, Yinjiao
Xie, BaoCheng
Guo, Dongbo
Liu, Caixiang
Jiang, Guanming
Lai, Guowei
Zhang, Yu
Hu, Xiarong
Wu, Zhiming
Zheng, Ruinian
Huang, Linxuan
author_facet Yuan, Yinjiao
Xie, BaoCheng
Guo, Dongbo
Liu, Caixiang
Jiang, Guanming
Lai, Guowei
Zhang, Yu
Hu, Xiarong
Wu, Zhiming
Zheng, Ruinian
Huang, Linxuan
author_sort Yuan, Yinjiao
collection PubMed
description BACKGROUND: The abnormal expression of Alpha-1,3-mannosyltransferase (ALG3) has been implicated in tumor promotion. However, the clinical significance of ALG3 in Lung Adenocarcinoma (LUAD) remains poorly understood. Therefore, we aimed to assess the prognostic value of ALG3 and its association with immune infiltrates in LUAD. METHODS: The transcriptional expression profiles of ALG3 were obtained from the Cancer Genome Atlas (TCGA), comparing lung adenocarcinoma tissue with normal tissues. To determine the prognostic significance of AGL3, Kaplan-Meier plotter, and Cox regression analysis were employed. Logistic regression was utilized to analyze the association between ALG3 expression and clinical characteristics. Additionally, a receiver operating characteristic (ROC) curve and a nomogram were constructed. To explore the underlying mechanisms, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and gene set enrichment analysis (GSEA) was conducted. The relationship between AGL3A mRNA expression and immune infiltrates was investigated using the tumor immune estimation resource (TIMER) and tumor-immune system interaction database (TISIDB). Furthermore, an in vitro experiment was performed to assess the impact of ALG3 mRNA on lung cancer stemness abilities and examine key signaling pathway proteins. RESULTS: Our results revealed the ALG3 mRNA and protein expression in patients with LUAD was much higher than that in adjacent normal tissues. High expression of ALG3 was significantly associated with N stage (N0, HR = 1.98, P = 0.002), pathological stage (stage I, HR = 2.09, P = 0.003), and the number of pack years (<40, HR = 2.58, P = 0.001). Kaplan–Meier survival analysis showed that high expression of ALG3 was associated with poor overall survival (P < 0.001), disease-free survival (P < 0.001), and progression-free interval (P = 0.007). Through multivariate analysis, it was determined that elevated ALG3 expression independently impacted overall survival (HR = 1.325, P = 0.04). The Tumor Immune Estimation Resource discovered a link between ALG3 expression and tumor-infiltrating immune cells in LUAD. Additionally, ROC analysis proved that ALG3 is a reliable diagnostic marker for LUAD (AUC:0.923). Functional pathways analysis identified that ALG3 is negatively correlated with FAT4. We performed qRT-PCR to assess that knockdown ALG3 expression significantly upregulated FAT4 expression. Spheroid assay and flow cytometry analysis results showed that downregulated of ALG3 inhibited H1975 cell line stemness. Western blot analysis revealed that decreased ALG3 inhibited the YAP/TAZ signal pathway. CONCLUSION: High expression of ALG3 is strongly associated with poor prognosis and immune infiltrates in LUAD.
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spelling pubmed-103953632023-08-03 Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma Yuan, Yinjiao Xie, BaoCheng Guo, Dongbo Liu, Caixiang Jiang, Guanming Lai, Guowei Zhang, Yu Hu, Xiarong Wu, Zhiming Zheng, Ruinian Huang, Linxuan Heliyon Research Article BACKGROUND: The abnormal expression of Alpha-1,3-mannosyltransferase (ALG3) has been implicated in tumor promotion. However, the clinical significance of ALG3 in Lung Adenocarcinoma (LUAD) remains poorly understood. Therefore, we aimed to assess the prognostic value of ALG3 and its association with immune infiltrates in LUAD. METHODS: The transcriptional expression profiles of ALG3 were obtained from the Cancer Genome Atlas (TCGA), comparing lung adenocarcinoma tissue with normal tissues. To determine the prognostic significance of AGL3, Kaplan-Meier plotter, and Cox regression analysis were employed. Logistic regression was utilized to analyze the association between ALG3 expression and clinical characteristics. Additionally, a receiver operating characteristic (ROC) curve and a nomogram were constructed. To explore the underlying mechanisms, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and gene set enrichment analysis (GSEA) was conducted. The relationship between AGL3A mRNA expression and immune infiltrates was investigated using the tumor immune estimation resource (TIMER) and tumor-immune system interaction database (TISIDB). Furthermore, an in vitro experiment was performed to assess the impact of ALG3 mRNA on lung cancer stemness abilities and examine key signaling pathway proteins. RESULTS: Our results revealed the ALG3 mRNA and protein expression in patients with LUAD was much higher than that in adjacent normal tissues. High expression of ALG3 was significantly associated with N stage (N0, HR = 1.98, P = 0.002), pathological stage (stage I, HR = 2.09, P = 0.003), and the number of pack years (<40, HR = 2.58, P = 0.001). Kaplan–Meier survival analysis showed that high expression of ALG3 was associated with poor overall survival (P < 0.001), disease-free survival (P < 0.001), and progression-free interval (P = 0.007). Through multivariate analysis, it was determined that elevated ALG3 expression independently impacted overall survival (HR = 1.325, P = 0.04). The Tumor Immune Estimation Resource discovered a link between ALG3 expression and tumor-infiltrating immune cells in LUAD. Additionally, ROC analysis proved that ALG3 is a reliable diagnostic marker for LUAD (AUC:0.923). Functional pathways analysis identified that ALG3 is negatively correlated with FAT4. We performed qRT-PCR to assess that knockdown ALG3 expression significantly upregulated FAT4 expression. Spheroid assay and flow cytometry analysis results showed that downregulated of ALG3 inhibited H1975 cell line stemness. Western blot analysis revealed that decreased ALG3 inhibited the YAP/TAZ signal pathway. CONCLUSION: High expression of ALG3 is strongly associated with poor prognosis and immune infiltrates in LUAD. Elsevier 2023-07-08 /pmc/articles/PMC10395363/ /pubmed/37539167 http://dx.doi.org/10.1016/j.heliyon.2023.e18065 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Yuan, Yinjiao
Xie, BaoCheng
Guo, Dongbo
Liu, Caixiang
Jiang, Guanming
Lai, Guowei
Zhang, Yu
Hu, Xiarong
Wu, Zhiming
Zheng, Ruinian
Huang, Linxuan
Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title_full Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title_fullStr Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title_full_unstemmed Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title_short Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma
title_sort identification of alg3 as a potential prognostic biomarker in lung adenocarcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10395363/
https://www.ncbi.nlm.nih.gov/pubmed/37539167
http://dx.doi.org/10.1016/j.heliyon.2023.e18065
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